Machine Learning Engineer

3 - 6 years

16 - 25 Lacs

Posted:2 hours ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

AI/ML Specialist

Key Responsibilities:

  • Design, develop, and deploy AI/ML solutions using

    Python

    and core data science libraries.
  • Implement and optimize

    deep learning models

    with frameworks like TensorFlow or PyTorch.
  • Develop and manage

    cloud-based AI infrastructure

    (AWS, GCP, or Azure).
  • Apply

    MLOps best practices

    , including Docker, Kubernetes, and CI/CD pipelines (e.g., GitHub Actions).
  • Architect and optimize

    Transformer-based models

    for production-scale deployments.
  • Design and deploy

    RAG systems

    with a focus on

    high accuracy, low latency, and scalability

    .
  • Implement advanced retrieval strategies, including

    hybrid search

    , for generative AI systems.
  • Utilize frameworks like

    LangChain

    or

    LlamaIndex

    , vector databases (e.g., Pinecone), and high-performance inference servers (e.g., vLLM).
  • Manage infrastructure with

    Terraform

    and distributed data systems (

    Apache Spark, Kafka

    ) in multi-cloud environments.
  • Conduct statistical analysis, data mining, predictive modeling, and pattern recognition for diverse use cases.
  • Apply expertise in object detection frameworks (TFOD, Detectron, YOLO) or state-of-the-art ML algorithms (BERT, GPT, XLNet, T5, LSTM, CRFs, ONNX).
  • Collaborate effectively with stakeholders, justifying actions and decisions clearly.

Qualifications & Skills:

  • Minimum

    3+ years

    of experience in AI, ML, and Data Science.
  • Strong hands-on experience with

    Python

    , CUDA, NumPy, SciPy, scikit-learn, Matplotlib, and Linux environment.
  • Exposure to

    Generative AI models

    (Falcon, Llama 2, GPT-3.5/4) and

    Prompt Engineering

    .
  • Proven experience building

    RAG pipelines

    .
  • Expertise in

    Transformer architectures

    and Deep Learning fundamentals (CNN, RNN, LSTM, ResNet).
  • Proficiency in at least one

    cloud platform

    (AWS, GCP, Azure) and MLOps stack.
  • Advanced degree (Masters/PhD) or contributions to significant

    open-source AI projects

    is a plus.

Why Join Us?

  • Empowerment to focus on

    pivotal tasks

    and innovate.
  • Flexible, supportive, and

    goal-driven work environment

    .
  • Competitive

    compensation package

    .
  • Engage with

    emerging technologies

    and witness the

    direct impact of your work

    .
  • Maintain

    work-life balance

    in a collaborative and approachable culture.

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Paxcom India

IT Services and IT Consulting

Gurgaon Haryana

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